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STGlow: A Flow-Based Generative Framework With Dual-Graphormer for Pedestrian Trajectory Prediction Journal article
Rongqin Liang, Yuanman Li, Jiantao Zhou, Xia Li. STGlow: A Flow-Based Generative Framework With Dual-Graphormer for Pedestrian Trajectory Prediction[J]. IEEE Transactions on Neural Networks and Learning Systems, 2024, 35(11), 16504-16517.
Authors:  Rongqin Liang;  Yuanman Li;  Jiantao Zhou;  Xia Li
Favorite | TC[WOS]:8 TC[Scopus]:10  IF:10.2/10.4 | Submit date：2023/08/28
Trajectory  Pedestrians  Behavioral Sciences  Task Analysis  Transformers  Data Models  Predictive Models  Attention Mechanism  Deep Neural Network  Generative Flow  Graph Learning  Trajectory Prediction  
Predictive Computation Offloading and Resource Allocation in DT-Empowered Vehicular Networks Journal article
Lu Binbin, Fan Bo, Wu Yuan, Qian Liping, Zhang Haixia, Lu Rongxing. Predictive Computation Offloading and Resource Allocation in DT-Empowered Vehicular Networks[J]. IEEE Transactions on Intelligent Transportation Systems, 2024, 25(6), 5474-5487.
Authors:  Lu Binbin;  Fan Bo;  Wu Yuan;  Qian Liping;  Zhang Haixia; et al.
Favorite | TC[WOS]:6 TC[Scopus]:7  IF:7.9/8.3 | Submit date：2024/02/22
Digital Twin  Vehicular Networks  Computation Offloading  Resource Allocation  Pairing Prediction  Deep Reinforcement Learning  
Typhoon Track Image Prediction Using a Comprehensive LSTM Attention Model in Deep Learning Conference paper
Jiang, Yiping, Yu, Yi, Ma, Yuelong, Zhuang, Jiahao, Ye, Xianze, Yuan, Yifeng, Su, Guanpeng. Typhoon Track Image Prediction Using a Comprehensive LSTM Attention Model in Deep Learning[C]:Institute of Electrical and Electronics Engineers Inc., 2024, 537-541.
Authors:  Jiang, Yiping;  Yu, Yi;  Ma, Yuelong;  Zhuang, Jiahao;  Ye, Xianze; et al.
Favorite | TC[Scopus]:0 | Submit date：2024/06/05
Deep Learning  Tropical Cyclones  Disasters  Predictive Models  Data Models  Trajectory  Risk Management  Typhoon Track Image Prediction  Lstm  Attention Mechanism  
Market Sentiment Analysis Based on Image Processing With Put-Call Volatility Gap Surface Journal article
Qi, Yuanyuan, Guo, Guoxiang, Wang, Yang, Yen, Jerome. Market Sentiment Analysis Based on Image Processing With Put-Call Volatility Gap Surface[J]. IEEE Transactions on Computational Social Systems, 2024, 11(1), 267-281.
Authors:  Qi, Yuanyuan;  Guo, Guoxiang;  Wang, Yang;  Yen, Jerome
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:4.5/4.6 | Submit date：2023/01/30
Asset Movement Prediction  Deep Learning  Image Processing  Implied Volatility (Iv)  Market Sentiment  
A Citation Count Prediction Model Based on Bi-LSTM and Transformer Conference paper
Li, Lu, Wu, Gengshen, Ying, Zuobin. A Citation Count Prediction Model Based on Bi-LSTM and Transformer[C]:Institute of Electrical and Electronics Engineers Inc., 2024, 21-27.
Authors:  Li, Lu;  Wu, Gengshen;  Ying, Zuobin
Favorite | TC[Scopus]:0 | Submit date：2024/10/10
Bi-lstm  Citation Count Prediction  Cross-attention  Deep Learning  Transformer  
Deep learning predicts cervical lymph node metastasis in clinically node-negative papillary thyroid carcinoma Journal article
Zhou, Li Qiang, Zeng, Shu E., Xu, Jian Wei, Lv, Wen Zhi, Mei, Dong, Tu, Jia Jun, Jiang, Fan, Cui, Xin Wu, Dietrich, Christoph F.. Deep learning predicts cervical lymph node metastasis in clinically node-negative papillary thyroid carcinoma[J]. Insights into Imaging, 2023, 14(1), 222.
Authors:  Zhou, Li Qiang;  Zeng, Shu E.;  Xu, Jian Wei;  Lv, Wen Zhi;  Mei, Dong; et al.
Favorite | TC[WOS]:6 TC[Scopus]:5  IF:4.1/5.9 | Submit date：2024/01/02
Deep Learning  Ln Metastasis Prediction  Papillary Thyroid Cancer  Us Diagnosis  
Efficient graph convolutional networks for seizure prediction using scalp EEG Journal article
Jia, Manhua, Liu, Wenjian, Duan, Junwei, Chen, Long, Chen, C. L.Philip, Wang, Qun, Zhou, Zhiguo. Efficient graph convolutional networks for seizure prediction using scalp EEG[J]. Frontiers in Neuroscience, 2022, 16, 967116.
Authors:  Jia, Manhua;  Liu, Wenjian;  Duan, Junwei;  Chen, Long;  Chen, C. L.Philip; et al.
Favorite | TC[WOS]:18 TC[Scopus]:23 | Submit date：2022/09/07
Eeg  Gcn  Geometric Deep Learning  Seizure Prediction  Wearable Devices  
Instance-based deep transfer learning with attention for stock movement prediction Journal article
He, Qi-Qiao, Siu, Shirley Weng In, Si, Yain-Whar. Instance-based deep transfer learning with attention for stock movement prediction[J]. APPLIED INTELLIGENCE, 2022, 53(6), 6887–6908.
Authors:  He, Qi-Qiao;  Siu, Shirley Weng In;  Si, Yain-Whar
Favorite | TC[WOS]:10 TC[Scopus]:12  IF:3.4/3.9 | Submit date：2022/07/24
Instance-based  Deep Transfer Learning  Stock Movement Prediction  Attention Mechanism  
Adaptive traffic signal management method combining deep learning and simulation Journal article
Mok, Kawai, Zhang, Liming. Adaptive traffic signal management method combining deep learning and simulation[J]. Multimedia Tools and Applications, 2022, 83(5), 15439-15459.
Authors:  Mok, Kawai;  Zhang, Liming
Favorite | TC[WOS]:3 TC[Scopus]:3  IF:3.0/2.9 | Submit date：2022/08/05
Deep Learning Based Vehicle Detection  Adaptive Traffic Signal Management  Traffic Data Acquisition  Traffic Flow Prediction  
Weakly Supervised Visual Saliency Prediction Journal article
Qiuxia La, Zhou, Tianfei, Khan, Salman, Sun, Hanqiu, Shen, Jianbing, Shao, Ling. Weakly Supervised Visual Saliency Prediction[J]. IEEE Transactions on Image Processing, 2022, 31, 3111-3124.
Authors:  Qiuxia La;  Zhou, Tianfei;  Khan, Salman;  Sun, Hanqiu;  Shen, Jianbing; et al.
Favorite | TC[WOS]:13 TC[Scopus]:16  IF:10.8/12.1 | Submit date：2022/05/17
Deep Learning  Saliency Prediction  Visual Attention Prediction  Weakly Supervised Learning